Development of a general-purpose machine-learning interatomic potential for aluminum by the physically-informed neural network method

G. P. Purja Pun, V. Yamakov, J. Hickman +2

Abstract Interatomic potentials constitute the key component of large-scale atomistic simulations of materials. The recently proposed physically-informed neural network (PINN) meth…